Instance-optimalMeanEstimation UnderDifferential Privacy
–Neural Information Processing Systems
Mean estimation under differential privacyisafundamental problem, butworstcase optimal mechanisms do not offer meaningful utility guarantees in practice when the global sensitivity is very large.
Neural Information Processing Systems
Feb-19-2026, 10:21:36 GMT